├── .gitignore ├── Gemfile ├── Gemfile.lock ├── README.md ├── _config.yml ├── _includes └── mathjax_support ├── _layouts └── default.html ├── assets └── css │ └── style.scss ├── bin └── server ├── chapter-02-statistical-learning.md ├── chapter-03-linear-regression.md ├── chapter-04-classification.md ├── chapter-05-resampling-methods.md ├── chapter-06-linear-model-selection-and-regularization.md ├── chapter-07-moving-beyond-linearity.md ├── chapter-08-tree-based-methods.md ├── chapter-09-support-vector-machines.md ├── chapter-10-unsupervised-learning.md ├── glossary.md ├── images ├── ISLR.jpg ├── ROC-curve.jpg ├── dendrogram.jpg ├── residual-funnel.jpg └── residual-plot.jpg └── pdf ├── esl-2nd-edition-12th-printing.pdf ├── islr-6th-printing.pdf ├── islr-chapter-01-slides.pdf ├── islr-chapter-02-slides.pdf ├── islr-chapter-03-slides.pdf ├── islr-chapter-04-slides.pdf ├── islr-chapter-05-slides.pdf ├── islr-chapter-06-slides.pdf ├── islr-chapter-07-slides.pdf ├── 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